Summary of A Generalized Neural Tangent Kernel For Surrogate Gradient Learning, by Luke Eilers et al.
A generalized neural tangent kernel for surrogate gradient learningby Luke Eilers, Raoul-Martin Memmesheimer, Sven GoedekeFirst…
Summary of Bundle Neural Networks For Message Diffusion on Graphs, by Jacob Bamberger et al.
Bundle Neural Networks for message diffusion on graphsby Jacob Bamberger, Federico Barbero, Xiaowen Dong, Michael…
Summary of Rethinking Independent Cross-entropy Loss For Graph-structured Data, by Rui Miao et al.
Rethinking Independent Cross-Entropy Loss For Graph-Structured Databy Rui Miao, Kaixiong Zhou, Yili Wang, Ninghao Liu,…
Summary of Certifiably Robust Rag Against Retrieval Corruption, by Chong Xiang et al.
Certifiably Robust RAG against Retrieval Corruptionby Chong Xiang, Tong Wu, Zexuan Zhong, David Wagner, Danqi…
Summary of Learning From Linear Algebra: a Graph Neural Network Approach to Preconditioner Design For Conjugate Gradient Solvers, by Vladislav Trifonov et al.
Learning from Linear Algebra: A Graph Neural Network Approach to Preconditioner Design for Conjugate Gradient…
Summary of Thinking Forward: Memory-efficient Federated Finetuning Of Language Models, by Kunjal Panchal et al.
Thinking Forward: Memory-Efficient Federated Finetuning of Language Modelsby Kunjal Panchal, Nisarg Parikh, Sunav Choudhary, Lijun…
Summary of Transfer Learning with Informative Priors: Simple Baselines Better Than Previously Reported, by Ethan Harvey et al.
Transfer Learning with Informative Priors: Simple Baselines Better than Previously Reportedby Ethan Harvey, Mikhail Petrov,…
Summary of Dager: Exact Gradient Inversion For Large Language Models, by Ivo Petrov and Dimitar I. Dimitrov et al.
DAGER: Exact Gradient Inversion for Large Language Modelsby Ivo Petrov, Dimitar I. Dimitrov, Maximilian Baader,…
Summary of Efficient Adversarial Training in Llms with Continuous Attacks, by Sophie Xhonneux et al.
Efficient Adversarial Training in LLMs with Continuous Attacksby Sophie Xhonneux, Alessandro Sordoni, Stephan Günnemann, Gauthier…
Summary of Microadam: Accurate Adaptive Optimization with Low Space Overhead and Provable Convergence, by Ionut-vlad Modoranu et al.
MicroAdam: Accurate Adaptive Optimization with Low Space Overhead and Provable Convergenceby Ionut-Vlad Modoranu, Mher Safaryan,…